Profiling Report Pandas

Dataset statistics

Number of variables	11
Number of observations	800
Missing cells	387
Missing cells (%)	4.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	197.0 KiB
Average record size in memory	252.1 B

Variable types

NUM	7
CAT	3
BOOL	1

Reproduction

Analysis started	2020-08-10 12:59:53.648800
Analysis finished	2020-08-10 13:00:22.781228
Duration	29.13 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

Warnings

`Name` has a high cardinality: 799 distinct values	High cardinality
`Type 2` has 386 (48.3%) missing values	Missing
`Name` is uniformly distributed	Uniform

Name
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	799
Unique (%)	100.0%
Missing	1
Missing (%)	0.1%
Memory size	6.4 KiB

Skorupi	1
Wurmple	1
Oddish	1
Mismagius	1
Wormadam Sandy Cloak	1
Other values (794)	794

Value	Count	Frequency (%)
Skorupi	1	0.1%
Wurmple	1	0.1%
Oddish	1	0.1%
Mismagius	1	0.1%
Wormadam Sandy Cloak	1	0.1%
Monferno	1	0.1%
Kakuna	1	0.1%
Mega Tyranitar	1	0.1%
Rapidash	1	0.1%
Jirachi	1	0.1%
Thundurus Therian Forme	1	0.1%
Exploud	1	0.1%
Exeggcute	1	0.1%
Turtwig	1	0.1%
Porygon2	1	0.1%
Mega Aggron	1	0.1%
Buizel	1	0.1%
Nidoran♀	1	0.1%
Sharpedo	1	0.1%
Luxray	1	0.1%
Pumpkaboo Large Size	1	0.1%
Cinccino	1	0.1%
Skrelp	1	0.1%
Geodude	1	0.1%
Ursaring	1	0.1%
Other values (774)	774	96.8%

Length

Max length	25
Median length	8
Mean length	8.36875
Min length	3

Overview of Unicode Properties

Unique unicode characters	60
Unique unicode categories (?)	7
Unique unicode scripts (?)	2
Unique unicode blocks (?)	3

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	633	9.5%
e	609	9.1%
o	528	7.9%
r	478	7.1%
i	444	6.6%
n	362	5.4%
l	354	5.3%
t	297	4.4%
u	239	3.6%
s	205	3.1%
g	198	3.0%
m	168	2.5%
d	158	2.4%
h	141	2.1%
c	137	2.0%
	136	2.0%
S	129	1.9%
p	129	1.9%
M	120	1.8%
y	110	1.6%
k	103	1.5%
b	85	1.3%
w	69	1.0%
C	62	0.9%
G	58	0.9%
Other values (35)	743	11.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5614	83.9%
Uppercase Letter	937	14.0%
Space Separator	136	2.0%
Other Punctuation	3	< 0.1%
Other Symbol	2	< 0.1%
Dash Punctuation	2	< 0.1%
Decimal Number	1	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	129	13.8%
M	120	12.8%
C	62	6.6%
G	58	6.2%
P	56	6.0%
F	50	5.3%
A	47	5.0%
D	47	5.0%
B	45	4.8%
T	44	4.7%
L	42	4.5%
H	33	3.5%
R	32	3.4%
K	30	3.2%
W	25	2.7%
V	23	2.5%
E	21	2.2%
N	17	1.8%
Z	12	1.3%
I	8	0.9%
J	8	0.9%
O	8	0.9%
Y	6	0.6%
U	6	0.6%
X	4	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	633	11.3%
e	609	10.8%
o	528	9.4%
r	478	8.5%
i	444	7.9%
n	362	6.4%
l	354	6.3%
t	297	5.3%
u	239	4.3%
s	205	3.7%
g	198	3.5%
m	168	3.0%
d	158	2.8%
h	141	2.5%
c	137	2.4%
p	129	2.3%
y	110	2.0%
k	103	1.8%
b	85	1.5%
w	69	1.2%
f	52	0.9%
z	40	0.7%
v	34	0.6%
x	28	0.5%
q	8	0.1%
Other values (2)	5	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	136	100.0%

Most frequent Other Symbol characters

Value	Count	Frequency (%)
♀	1	50.0%
♂	1	50.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2	66.7%
'	1	33.3%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	1	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6551	97.8%
Common	144	2.2%

Most frequent Latin characters

Value	Count	Frequency (%)
a	633	9.7%
e	609	9.3%
o	528	8.1%
r	478	7.3%
i	444	6.8%
n	362	5.5%
l	354	5.4%
t	297	4.5%
u	239	3.6%
s	205	3.1%
g	198	3.0%
m	168	2.6%
d	158	2.4%
h	141	2.2%
c	137	2.1%
S	129	2.0%
p	129	2.0%
M	120	1.8%
y	110	1.7%
k	103	1.6%
b	85	1.3%
w	69	1.1%
C	62	0.9%
G	58	0.9%
P	56	0.9%
Other values (28)	679	10.4%

Most frequent Common characters

Value	Count	Frequency (%)
	136	94.4%
.	2	1.4%
-	2	1.4%
♀	1	0.7%
♂	1	0.7%
'	1	0.7%
2	1	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6691	99.9%
Misc Symbols	2	< 0.1%
None	2	< 0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	633	9.5%
e	609	9.1%
o	528	7.9%
r	478	7.1%
i	444	6.6%
n	362	5.4%
l	354	5.3%
t	297	4.4%
u	239	3.6%
s	205	3.1%
g	198	3.0%
m	168	2.5%
d	158	2.4%
h	141	2.1%
c	137	2.0%
	136	2.0%
S	129	1.9%
p	129	1.9%
M	120	1.8%
y	110	1.6%
k	103	1.5%
b	85	1.3%
w	69	1.0%
C	62	0.9%
G	58	0.9%
Other values (32)	739	11.0%

Most frequent Misc Symbols characters

Value	Count	Frequency (%)
♀	1	50.0%
♂	1	50.0%

Most frequent None characters

Value	Count	Frequency (%)
é	2	100.0%

Type 1
Categorical

Distinct count	18
Unique (%)	2.2%
Missing	0
Missing (%)	0.0%
Memory size	6.4 KiB

Water	112
Normal	98
Grass	70
Bug	69
Psychic	57
Other values (13)	394

Value	Count	Frequency (%)
Water	112	14.0%
Normal	98	12.2%
Grass	70	8.8%
Bug	69	8.6%
Psychic	57	7.1%
Fire	52	6.5%
Rock	44	5.5%
Electric	44	5.5%
Ground	32	4.0%
Dragon	32	4.0%
Ghost	32	4.0%
Dark	31	3.9%
Poison	28	3.5%
Fighting	27	3.4%
Steel	27	3.4%
Ice	24	3.0%
Fairy	17	2.1%
Flying	4	0.5%

Length

Max length	8
Median length	5
Mean length	5.26
Min length	3

Overview of Unicode Properties

Unique unicode characters	28
Unique unicode categories (?)	2
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
G	134	3.2%
n	123	2.9%
h	116	2.8%
W	112	2.7%
u	101	2.4%
F	100	2.4%
N	98	2.3%
m	98	2.3%
P	85	2.0%
y	78	1.9%
k	75	1.8%
B	69	1.6%
D	63	1.5%
E	44	1.0%
R	44	1.0%
Other values (3)	83	2.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3408	81.0%
Uppercase Letter	800	19.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
G	134	16.8%
W	112	14.0%
F	100	12.5%
N	98	12.2%
P	85	10.6%
B	69	8.6%
D	63	7.9%
E	44	5.5%
R	44	5.5%
S	27	3.4%
I	24	3.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	488	14.3%
a	360	10.6%
o	294	8.6%
e	286	8.4%
c	270	7.9%
s	257	7.5%
i	256	7.5%
t	242	7.1%
l	173	5.1%
g	159	4.7%
n	123	3.6%
h	116	3.4%
u	101	3.0%
m	98	2.9%
y	78	2.3%
k	75	2.2%
d	32	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4208	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
G	134	3.2%
n	123	2.9%
h	116	2.8%
W	112	2.7%
u	101	2.4%
F	100	2.4%
N	98	2.3%
m	98	2.3%
P	85	2.0%
y	78	1.9%
k	75	1.8%
B	69	1.6%
D	63	1.5%
E	44	1.0%
R	44	1.0%
Other values (3)	83	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4208	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
r	488	11.6%
a	360	8.6%
o	294	7.0%
e	286	6.8%
c	270	6.4%
s	257	6.1%
i	256	6.1%
t	242	5.8%
l	173	4.1%
g	159	3.8%
G	134	3.2%
n	123	2.9%
h	116	2.8%
W	112	2.7%
u	101	2.4%
F	100	2.4%
N	98	2.3%
m	98	2.3%
P	85	2.0%
y	78	1.9%
k	75	1.8%
B	69	1.6%
D	63	1.5%
E	44	1.0%
R	44	1.0%
Other values (3)	83	2.0%

Type 2
Categorical

MISSING

Distinct count	18
Unique (%)	4.3%
Missing	386
Missing (%)	48.3%
Memory size	6.4 KiB

Flying	97
Ground	35
Poison	34
Psychic	33
Fighting	26
Other values (13)	189

Value	Count	Frequency (%)
Flying	97	12.1%
Ground	35	4.4%
Poison	34	4.2%
Psychic	33	4.1%
Fighting	26	3.2%
Grass	25	3.1%
Fairy	23	2.9%
Steel	22	2.8%
Dark	20	2.5%
Dragon	18	2.2%
Water	14	1.8%
Ice	14	1.8%
Ghost	14	1.8%
Rock	14	1.8%
Fire	12	1.5%
Electric	6	0.8%
Normal	4	0.5%
Bug	3	0.4%
(Missing)	386	48.2%

Length

Max length	8
Median length	3
Mean length	4.3725
Min length	3

Overview of Unicode Properties

Unique unicode characters	28
Unique unicode categories (?)	2
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	982	28.1%
a	490	14.0%
i	257	7.3%
g	170	4.9%
F	158	4.5%
r	157	4.5%
o	153	4.4%
y	153	4.4%
s	131	3.7%
l	129	3.7%
c	106	3.0%
e	90	2.6%
t	82	2.3%
G	74	2.1%
h	73	2.1%
P	67	1.9%
D	38	1.1%
u	38	1.1%
d	35	1.0%
k	34	1.0%
S	22	0.6%
I	14	0.4%
R	14	0.4%
W	14	0.4%
E	6	0.2%
Other values (3)	11	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3084	88.2%
Uppercase Letter	414	11.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
F	158	38.2%
G	74	17.9%
P	67	16.2%
D	38	9.2%
S	22	5.3%
I	14	3.4%
R	14	3.4%
W	14	3.4%
E	6	1.4%
N	4	1.0%
B	3	0.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	982	31.8%
a	490	15.9%
i	257	8.3%
g	170	5.5%
r	157	5.1%
o	153	5.0%
y	153	5.0%
s	131	4.2%
l	129	4.2%
c	106	3.4%
e	90	2.9%
t	82	2.7%
h	73	2.4%
u	38	1.2%
d	35	1.1%
k	34	1.1%
m	4	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3498	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	982	28.1%
a	490	14.0%
i	257	7.3%
g	170	4.9%
F	158	4.5%
r	157	4.5%
o	153	4.4%
y	153	4.4%
s	131	3.7%
l	129	3.7%
c	106	3.0%
e	90	2.6%
t	82	2.3%
G	74	2.1%
h	73	2.1%
P	67	1.9%
D	38	1.1%
u	38	1.1%
d	35	1.0%
k	34	1.0%
S	22	0.6%
I	14	0.4%
R	14	0.4%
W	14	0.4%
E	6	0.2%
Other values (3)	11	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3498	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	982	28.1%
a	490	14.0%
i	257	7.3%
g	170	4.9%
F	158	4.5%
r	157	4.5%
o	153	4.4%
y	153	4.4%
s	131	3.7%
l	129	3.7%
c	106	3.0%
e	90	2.6%
t	82	2.3%
G	74	2.1%
h	73	2.1%
P	67	1.9%
D	38	1.1%
u	38	1.1%
d	35	1.0%
k	34	1.0%
S	22	0.6%
I	14	0.4%
R	14	0.4%
W	14	0.4%
E	6	0.2%
Other values (3)	11	0.3%

HP
Real number (ℝ_≥0)

Distinct count	94
Unique (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	69.25875
Minimum	1
Maximum	255
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	1
5-th percentile	35.95
Q1	50
median	65
Q3	80
95-th percentile	110
Maximum	255
Range	254
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	25.53466903
Coefficient of variation (CV)	0.368685098
Kurtosis	7.232078374
Mean	69.25875
Median Absolute Deviation (MAD)	15
Skewness	1.568224376
Sum	55407
Variance	652.0193226

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
60	67	8.4%
50	63	7.9%
70	57	7.1%
65	46	5.8%
75	43	5.4%
80	43	5.4%
40	38	4.8%
45	38	4.8%
55	37	4.6%
100	32	4.0%
90	27	3.4%
95	22	2.8%
85	19	2.4%
35	15	1.9%
30	13	1.6%
105	10	1.2%
78	9	1.1%
110	9	1.1%
44	7	0.9%
79	7	0.9%
62	7	0.9%
68	7	0.9%
91	7	0.9%
38	6	0.8%
59	6	0.8%
Other values (69)	165	20.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	0.1%
10	1	0.1%
20	6	0.8%
25	2	0.2%
28	1	0.1%
30	13	1.6%
31	1	0.1%
35	15	1.9%
36	1	0.1%
37	1	0.1%

Value	Count	Frequency (%)
255	1	0.1%
250	1	0.1%
190	1	0.1%
170	1	0.1%
165	1	0.1%
160	1	0.1%
150	4	0.5%
144	1	0.1%
140	1	0.1%
135	1	0.1%

Attack
Real number (ℝ_≥0)

Distinct count	111
Unique (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	79.00125
Minimum	5
Maximum	190
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	30
Q1	55
median	75
Q3	100
95-th percentile	136.2
Maximum	190
Range	185
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	32.45736587
Coefficient of variation (CV)	0.4108462318
Kurtosis	0.1697173149
Mean	79.00125
Median Absolute Deviation (MAD)	20
Skewness	0.551613748
Sum	63201
Variance	1053.480599

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
100	40	5.0%
65	39	4.9%
80	37	4.6%
50	37	4.6%
85	33	4.1%
60	33	4.1%
75	32	4.0%
70	31	3.9%
90	30	3.8%
55	30	3.8%
45	27	3.4%
95	26	3.2%
120	21	2.6%
40	21	2.6%
30	20	2.5%
110	18	2.2%
105	17	2.1%
130	14	1.8%
125	14	1.8%
35	13	1.6%
150	11	1.4%
115	9	1.1%
48	9	1.1%
20	8	1.0%
92	7	0.9%
Other values (86)	223	27.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	0.2%
10	3	0.4%
15	1	0.1%
20	8	1.0%
22	1	0.1%
23	1	0.1%
24	1	0.1%
25	7	0.9%
27	1	0.1%
29	1	0.1%

Value	Count	Frequency (%)
190	1	0.1%
185	1	0.1%
180	3	0.4%
170	2	0.2%
165	3	0.4%
164	1	0.1%
160	5	0.6%
155	2	0.2%
150	11	1.4%
147	1	0.1%

Defense
Real number (ℝ_≥0)

Distinct count	103
Unique (%)	12.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	73.8425
Minimum	5
Maximum	230
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	35
Q1	50
median	70
Q3	90
95-th percentile	130
Maximum	230
Range	225
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	31.18350056
Coefficient of variation (CV)	0.422297465
Kurtosis	2.72626036
Mean	73.8425
Median Absolute Deviation (MAD)	20
Skewness	1.155912303
Sum	59074
Variance	972.4107071

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
70	54	6.8%
50	49	6.1%
60	46	5.8%
80	39	4.9%
40	36	4.5%
65	36	4.5%
90	35	4.4%
100	33	4.1%
55	32	4.0%
45	32	4.0%
85	29	3.6%
75	26	3.2%
95	26	3.2%
35	23	2.9%
105	15	1.9%
30	14	1.8%
120	13	1.6%
115	11	1.4%
110	11	1.4%
48	11	1.4%
130	10	1.2%
63	7	0.9%
150	7	0.9%
62	7	0.9%
67	7	0.9%
Other values (78)	191	23.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	0.2%
10	1	0.1%
15	4	0.5%
20	4	0.5%
23	1	0.1%
25	2	0.2%
28	1	0.1%
30	14	1.8%
32	2	0.2%
33	1	0.1%

Value	Count	Frequency (%)
230	3	0.4%
200	2	0.2%
184	1	0.1%
180	3	0.4%
168	1	0.1%
160	3	0.4%
150	7	0.9%
145	2	0.2%
140	6	0.8%
135	2	0.2%

Sp. Atk
Real number (ℝ_≥0)

Distinct count	105
Unique (%)	13.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	72.82
Minimum	10
Maximum	194
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	10
5-th percentile	30
Q1	49.75
median	65
Q3	95
95-th percentile	131.05
Maximum	194
Range	184
Interquartile range (IQR)	45.25

Descriptive statistics

Standard deviation	32.72229417
Coefficient of variation (CV)	0.4493586126
Kurtosis	0.2978936607
Mean	72.82
Median Absolute Deviation (MAD)	20
Skewness	0.7446624978
Sum	58256
Variance	1070.748536

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
60	51	6.4%
40	49	6.1%
65	44	5.5%
50	39	4.9%
55	35	4.4%
45	33	4.1%
70	30	3.8%
35	29	3.6%
85	27	3.4%
80	27	3.4%
95	27	3.4%
100	27	3.4%
30	24	3.0%
90	21	2.6%
105	20	2.5%
75	18	2.2%
110	16	2.0%
120	14	1.8%
125	13	1.6%
130	11	1.4%
25	11	1.4%
115	9	1.1%
150	9	1.1%
83	8	1.0%
44	8	1.0%
Other values (80)	200	25.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	3	0.4%
15	4	0.5%
20	8	1.0%
23	1	0.1%
24	2	0.2%
25	11	1.4%
27	2	0.2%
29	1	0.1%
30	24	3.0%
31	1	0.1%

Value	Count	Frequency (%)
194	1	0.1%
180	3	0.4%
175	1	0.1%
170	3	0.4%
165	2	0.2%
160	2	0.2%
159	1	0.1%
154	2	0.2%
150	9	1.1%
145	4	0.5%

Sp. Def
Real number (ℝ_≥0)

Distinct count	92
Unique (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	71.9025
Minimum	20
Maximum	230
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	20
5-th percentile	32.95
Q1	50
median	70
Q3	90
95-th percentile	120
Maximum	230
Range	210
Interquartile range (IQR)	40

Descriptive statistics

Standard deviation	27.8289158
Coefficient of variation (CV)	0.3870368318
Kurtosis	1.628394057
Mean	71.9025
Median Absolute Deviation (MAD)	20
Skewness	0.8540186115
Sum	57522
Variance	774.4485544

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
80	52	6.5%
50	50	6.2%
55	47	5.9%
65	44	5.5%
60	43	5.4%
75	40	5.0%
70	40	5.0%
90	36	4.5%
45	35	4.4%
85	30	3.8%
40	30	3.8%
95	29	3.6%
100	28	3.5%
30	20	2.5%
35	18	2.2%
105	17	2.1%
110	15	1.9%
120	13	1.6%
25	11	1.4%
63	10	1.2%
115	10	1.2%
48	9	1.1%
130	9	1.1%
150	7	0.9%
56	7	0.9%
Other values (67)	150	18.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20	6	0.8%
23	1	0.1%
25	11	1.4%
30	20	2.5%
31	1	0.1%
32	1	0.1%
33	1	0.1%
34	1	0.1%
35	18	2.2%
36	1	0.1%

Value	Count	Frequency (%)
230	1	0.1%
200	1	0.1%
160	2	0.2%
154	3	0.4%
150	7	0.9%
140	2	0.2%
138	1	0.1%
135	4	0.5%
130	9	1.1%
129	1	0.1%

Speed
Real number (ℝ_≥0)

Distinct count	108
Unique (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	68.2775
Minimum	5
Maximum	180
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	5
5-th percentile	25
Q1	45
median	65
Q3	90
95-th percentile	115
Maximum	180
Range	175
Interquartile range (IQR)	45

Descriptive statistics

Standard deviation	29.06047372
Coefficient of variation (CV)	0.4256229903
Kurtosis	-0.2364366728
Mean	68.2775
Median Absolute Deviation (MAD)	21
Skewness	0.3579332951
Sum	54622
Variance	844.5111327

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
50	46	5.8%
60	44	5.5%
70	37	4.6%
65	36	4.5%
30	35	4.4%
80	33	4.1%
40	32	4.0%
90	31	3.9%
100	31	3.9%
55	30	3.8%
45	29	3.6%
85	27	3.4%
95	27	3.4%
35	22	2.8%
75	16	2.0%
110	15	1.9%
20	15	1.9%
105	12	1.5%
115	11	1.4%
25	10	1.2%
15	9	1.1%
58	8	1.0%
108	7	0.9%
101	7	0.9%
68	6	0.8%
Other values (83)	224	28.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	0.2%
10	3	0.4%
15	9	1.1%
20	15	1.9%
22	1	0.1%
23	4	0.5%
24	1	0.1%
25	10	1.2%
28	4	0.5%
29	3	0.4%

Value	Count	Frequency (%)
180	1	0.1%
160	1	0.1%
150	4	0.5%
145	3	0.4%
140	2	0.2%
135	2	0.2%
130	6	0.8%
128	1	0.1%
127	1	0.1%
126	1	0.1%

Generation
Real number (ℝ_≥0)

Distinct count	6
Unique (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.32375
Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Memory size	6.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	6
Maximum	6
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.6612904
Coefficient of variation (CV)	0.4998241145
Kurtosis	-1.239575758
Mean	3.32375
Median Absolute Deviation (MAD)	2
Skewness	0.01425810028
Sum	2659
Variance	2.759885795

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	166	20.8%
5	165	20.6%
3	160	20.0%
4	121	15.1%
2	106	13.2%
6	82	10.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	166	20.8%
2	106	13.2%
3	160	20.0%
4	121	15.1%
5	165	20.6%
6	82	10.2%

Value	Count	Frequency (%)
6	82	10.2%
5	165	20.6%
4	121	15.1%
3	160	20.0%
2	106	13.2%
1	166	20.8%

Legendary
Boolean

Distinct count	2
Unique (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	928.0 B

False	735
True	65

Frequency Table

Value	Count	Frequency (%)
False	735	91.9%
True	65	8.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	Name	Type 1	Type 2	HP	Attack	Defense	Sp. Atk	Sp. Def	Speed	Generation	Legendary
0	Bulbasaur	Grass	Poison	45	49	49	65	65	45	1	False
1	Ivysaur	Grass	Poison	60	62	63	80	80	60	1	False
2	Venusaur	Grass	Poison	80	82	83	100	100	80	1	False
3	Mega Venusaur	Grass	Poison	80	100	123	122	120	80	1	False
4	Charmander	Fire	NaN	39	52	43	60	50	65	1	False
5	Charmeleon	Fire	NaN	58	64	58	80	65	80	1	False
6	Charizard	Fire	Flying	78	84	78	109	85	100	1	False
7	Mega Charizard X	Fire	Dragon	78	130	111	130	85	100	1	False
8	Mega Charizard Y	Fire	Flying	78	104	78	159	115	100	1	False
9	Squirtle	Water	NaN	44	48	65	50	64	43	1	False

Last rows

	Name	Type 1	Type 2	HP	Attack	Defense	Sp. Atk	Sp. Def	Speed	Generation	Legendary
790	Noibat	Flying	Dragon	40	30	35	45	40	55	6	False
791	Noivern	Flying	Dragon	85	70	80	97	80	123	6	False
792	Xerneas	Fairy	NaN	126	131	95	131	98	99	6	True
793	Yveltal	Dark	Flying	126	131	95	131	98	99	6	True
794	Zygarde Half Forme	Dragon	Ground	108	100	121	81	95	95	6	True
795	Diancie	Rock	Fairy	50	100	150	100	150	50	6	True
796	Mega Diancie	Rock	Fairy	50	160	110	160	110	110	6	True
797	Hoopa Confined	Psychic	Ghost	80	110	60	150	130	70	6	True
798	Hoopa Unbound	Psychic	Dark	80	160	60	170	130	80	6	True
799	Volcanion	Fire	Water	80	110	120	130	90	70	6	True

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Symbol characters

Most frequent Other Punctuation characters

Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent Misc Symbols characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows